Ioana Giurgiu
Ioana Giurgiu
IBM Zurich
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Cited by
Cited by
Calling the cloud: Enabling mobile phones as interfaces to cloud applications
I Giurgiu, O Riva, D Juric, I Krivulev, G Alonso
Middleware 2009: ACM/IFIP/USENIX, 10th International Middleware Conference …, 2009
Predicting disk replacement towards reliable data centers
MM Botezatu, I Giurgiu, J Bogojeska, D Wiesmann
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
Failure analysis of virtual and physical machines: patterns, causes and characteristics
R Birke, I Giurgiu, LY Chen, D Wiesmann, T Engbersen
2014 44th Annual IEEE/IFIP International Conference on Dependable Systems …, 2014
Dynamic software deployment from clouds to mobile devices
I Giurgiu, O Riva, G Alonso
Middleware 2012: ACM/IFIP/USENIX 13th International Middleware Conference …, 2012
Mtex-cnn: Multivariate time series explanations for predictions with convolutional neural networks
R Assaf, I Giurgiu, F Bagehorn, A Schumann
2019 ieee international conference on data mining (icdm), 952-957, 2019
Attention-based interpretability with concept transformers
M Rigotti, C Miksovic, I Giurgiu, T Gschwind, P Scotton
International conference on learning representations, 2021
Predicting DRAM reliability in the field with machine learning
I Giurgiu, J Szabo, D Wiesmann, J Bird
Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference: Industrial …, 2017
Enabling efficient placement of virtual infrastructures in the cloud
I Giurgiu, C Castillo, A Tantawi, M Steinder
Middleware 2012: ACM/IFIP/USENIX 13th International Middleware Conference …, 2012
Classifying server behavior and predicting impact of modernization actions
J Bogojeska, D Lanyi, I Giurgiu, G Stark, D Wiesmann
Proceedings of the 9th International Conference on Network and Service …, 2013
Additive explanations for anomalies detected from multivariate temporal data
I Giurgiu, A Schumann
Proceedings of the 28th acm international conference on information and …, 2019
System recommendations based on incident analysis
J Bogojeska, I Giurgiu, D Lanyi, M Lucic, B Pfitzmann, GE Stark, ...
US Patent 9,406,023, 2016
Impact of HW and OS type and currency on server availability derived from problem ticket analysis
J Bogojeska, I Giurgiu, D Lanyi, G Stark, D Wiesmann
2014 IEEE Network Operations and Management Symposium (NOMS), 1-9, 2014
Multi-view incident ticket clustering for optimal ticket dispatching
MM Botezatu, J Bogojeska, I Giurgiu, H Voelzer, D Wiesmann
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
Analysis of labor efforts and their impact factors to solve server incidents in datacenters
I Giurgiu, J Bogojeska, S Nikolaiev, G Stark, D Wiesmann
2014 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2014
On the adoption and impact of predictive analytics for server incident reduction
I Giurgiu, D Wiesmann, J Bogojeska, D Lanyi, G Stark, RB Wallace, ...
IBM Journal of Research and Development 61 (1), 9: 98-9: 109, 2017
Comprehensible models for reconfiguring enterprise relational databases to avoid incidents
I Giurgiu, M Botezatu, D Wiesmann
Proceedings of the 24th ACM International on Conference on Information and …, 2015
Explainable failure predictions with rnn classifiers based on time series data
I Giurgiu, A Schumann
arXiv preprint arXiv:1901.08554, 2019
Do you know how to configure your enterprise relational database to reduce incidents?
I Giurgiu, AD Almasi, D Wiesmann
2015 IFIP/IEEE International Symposium on Integrated Network Management (IM …, 2015
An anomaly detection and explainability framework using convolutional autoencoders for data storage systems
R Assaf, I Giurgiu, J Pfefferle, S Monney, H Pozidis, A Schumann
Proceedings of the Twenty-Ninth International Conference on International …, 2021
Understanding performance modeling for modular mobile-cloud applications
I Giurgiu
Proceedings of the 3rd ACM/SPEC International Conference on Performance …, 2012
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